Pith Number

pith:5OB3E3KA

pith:2023:5OB3E3KAFKT2Y2USXTVDUBX2QC

not attested not anchored not stored refs pending

Design Principles of Robust Multi-Armed Bandit Framework in Video Recommendations

Ainur Yessenalina, Belhassen Bayar, Phanideep Gampa, Zhen Wen

arxiv:2310.01419 v1 · 2023-09-24 · cs.IR · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5OB3E3KAFKT2Y2USXTVDUBX2QC}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T06:56:40.010025Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb83b26d402aa7ac6a92bcea3a06fa80bf641d547ba9756676577b0120f41a73

Aliases

arxiv: 2310.01419 · arxiv_version: 2310.01419v1 · doi: 10.48550/arxiv.2310.01419 · pith_short_12: 5OB3E3KAFKT2 · pith_short_16: 5OB3E3KAFKT2Y2US · pith_short_8: 5OB3E3KA

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/5OB3E3KAFKT2Y2USXTVDUBX2QC \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: eb83b26d402aa7ac6a92bcea3a06fa80bf641d547ba9756676577b0120f41a73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0ee0743219f85ad6d3031d2e0e2d27cb942f47460e971871e8b4a570e662282",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-09-24T23:44:48Z",
    "title_canon_sha256": "270ec8105856b9c8c67b24002c38ade92fd1e8c2c1ff51ca8ab4cd1511d47de4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.01419",
    "kind": "arxiv",
    "version": 1
  }
}